Zero-Shot Learning

Dev Tagare, Nancy Wang

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Zero-Shot Learning is a podcast for AI builders, hosted by Nancy Wang, CTO at 1Password, and Dev Tagare, Senior Director and Head of Engineering for Gemini Enterprise & Business at Google. Each episode invites developers from industry-leading AI platforms to break down how AI systems are built and deployed.

pred 3 h

Build from source with Matt Moore from Chainguard | Zero-Shot Learning

In 2020, the SolarWinds attack exposed the vulnerability of supply chains worldwide, a problem this episode’s guest, Matt Moore, had already been working to solve for years. In 2021, he co-founded Chainguard to protect supply chains from future breaches. His conversation with 1Password CTO Nancy Wang and Google Gemini’s Dev Tagare covers why the open source trust model is structurally broken and how AI agents have complicated supply chain security, with a live demo demonstrating how standard tools overlook many vulnerabilities. In this episode: AI is shrinking the window for patching, as AI-powered attacks accelerate and demand for pre-alpha code grows Hacks usually target the delivery pipeline rather than the source code Net-new, AI agent-written code creates more burden for teams to maintain and secure Most breaches exploit long-lived credentials Audited least privilege flips the security model from restricting identities to guarding sensitive resources Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/software-supply-chain-identity-security 1Password Developer newsletter: https://1password.com/developer-newsletter LinkedIn: https://www.linkedin.com/in/mattmoor/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
25. 8.

Code is the easy part with Rohan Varma from OpenAI | Zero-Shot Learning

Go deeper: Episode companion blog: https://www.1password.com/blog/ai-agents-as-coworkers 1Password Developer newsletter: https://1password.com/developer-newsletter LinkedIn: https://www.linkedin.com/in/rohannvarma/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
13. 8.

The work runs itself with Jeff Wang from Cognition | Zero-Shot Learning

While AI agents are already capable of writing and shipping code that works, standard operating procedure still requires human oversight and review. Cognition President of New Enterprise Jeff Wang is building a future where that’s no longer the case. In this episode, Jeff joins 1Password CTO Nancy Wang and special guest co-host Richard Liu, Head of API Products at Anthropic, for a conversation on cloud-based agents and how their ability to prove their own work could make human code reviews obsolete. In this episode: Agents need a method to prove that their work is correct Event-driven agents are absorbing the grunt work nobody wants Playbooks are the most overlooked and underinvested piece of knowledge infrastructure Agents should run in isolated sandboxes with only the specific access they need Code reviews will eventually be replaced by proof that the code does what it’s supposed to Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/demoting-the-ide 1Password Developer newsletter: https://1password.com/developer-newsletter LinkedIn: https://www.linkedin.com/in/jefflinwang/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
28. 7.

Distributed systems in disguise with Maxim Fateev from Temporal | Zero-Shot Learning

When most developers write code, crash recovery logic is at the bottom of their priorities, until crashes and delays force them to incorporate resiliency logic. That’s why Temporal co-founder and CTO Maxim Fateev built a system to turn code into durable execution. In his conversation with 1Password CTO Nancy Wang and VP of Engineering for Developer and AI Jeff Malnick, Maxim explains why the distributed systems thinking that shaped his work is now essential for building reliable AI agents, with a live demo of a durable agent surviving a crash. In this episode: Events are the global variables of distributed systems Durable execution removes the need for specific languages to run workflows While agent skills are unreliable, hooks are a hard boundary Once agents need retries, they inherit the complexity of large-scale distributed systems Sandboxing agents is the only way to contain what they can access Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/build-reliable-agents 1Password Developer newsletter: https://1password.com/developer-newsletter Maxim: LinkedIn: https://www.linkedin.com/in/fateev/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
14. 7.

Evals are agent infrastructure | Adarsh Hiremath from Mercor

Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/evals-ai-agent-infrastructure 1Password Developer newsletter: https://1password.com/developer-newsletter Adarsh: LinkedIn: https://www.linkedin.com/in/adarsh-h-623941204/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
30. 6.

Stop guessing if your AI works | Ankur Goyal from Braintrust

In this episode: Evals are becoming the new product development loop Feedback loops help teams learn from unpredictable AI behavior in production Traditional tracing tools don’t explain AI failures Choosing an LLM is more like choosing a database than a CPU The agent layer should be treated as disposable Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/prompt-changes-security-review 1Password Developer newsletter: https://1password.com/developer-newsletter Ankur: LinkedIn: https://www.linkedin.com/in/ankrgyl/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
16. 6.

The new attack surface writes code | Travis McPeak from Cursor

In this episode: Why AI agents can't be trusted users The hardest security decisions are about what not to protect Everything in security is a proxy, including agents Secure-by-default doesn't mean slowing productivity AI-generated code isn't vibe-coding if a human verifies the work Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog: https://www.1password.com/blog/never-trust-your-coding-agent 1Password Developer newsletter: https://1password.com/developer-newsletter Travis: LinkedIn: https://www.linkedin.com/in/travismcpeak/ Connect with 1Password 1Password.com 1Password Developer newsletter: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
2. 6.

We solved the blank canvas problem | Tom Occhino from Vercel

In this episode: React has become the default framework for AI-generated code AI is closing the gap between product ideation and engineering execution The ability to securely run and isolate AI agents must be built into platforms What the return to full-stack thinking means for the future of software engineering Tools like v0 put production-grade app building in the hands of anyone with an idea Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, secured, and deployed. Subscribe for more. Go deeper: Episode companion blog: https://1password.com/blog/secure-ai-development Vercel's Building Secure AI Agents: https://vercel.com/blog/building-secure-ai-agents 1Password Developer newsletter: https://1password.com/developer-newsletter Tom: LinkedIn: https://www.linkedin.com/in/tomocchino/ Connect with 1Password 1Password.com 1Password Developer newsletter - sign up for updates to our developer tooling: https://1password.com/developer-newsletter Build securely with 1Password Developer: https://developer.1password.com/
19. 5.

Agents need boundaries | Fotis Chantzis from OpenAI

In this episode: Old identity models weren’t built for agents The hardest security problems begin after access is granted Long-running agents expose the limits of OAuth Secrets remain one of the weakest links in agent design How to stop agent overreach in real time with short-lived credentials and runtime boundaries Zero-Shot Learning is a builder-to-builder podcast about how AI systems are designed, deployed, and secured. Subscribe for more. Go deeper: Episode companion blog How to protect against OAuth-based supply chain breaches and credential sprawl 1Password Developer newsletter Fotis: LinkedIn 1Password: 1Password.com 1Password Developer newsletter - sign up for updates to our developer tooling Build securely with 1Password Developer

Epizódy: 9

Zero-Shot Learning is a podcast for AI builders, hosted by Nancy Wang, CTO at 1Password, and Dev Tagare, Senior Director and Head of Engineering for Gemini Enterprise & Business at Google. Each episode invites developers from industry-leading AI platforms to break down how AI systems are built and deployed.

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Dev Tagare, Nancy Wang
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2026
Epizódy

9
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Vhodné
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© 2026 - Zero-Shot Learning Podcast, presented by 1Password
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